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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 2090 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
TKG reasoningWIKI (test)graph17Feb 26, 2026
SummarizationMulti-XSciencenlp17Jun 4, 2026
Clone detectionPOJ-104 CodeXGLUE (test)code developer ai17Feb 26, 2026
Scene Graph GenerationVG (test)computer vision17Feb 26, 2026
Predicate ClassificationVG (test)computer visionnlp17Feb 26, 2026
Federated Class-Incremental LearningTinyImageNet (test)computer visiontabular time series17Feb 26, 2026
Saliency RankingASSR (test)computer vision17Feb 26, 2026
Dialogue DisentanglementUbuntu IRC (test)nlp17Feb 26, 2026
Video Salient Object DetectionDAVIS 16computer vision17Feb 26, 2026
Monocular 3D Object Detection (Car)KITTI official (test)3d vision geometrycomputer vision17Feb 26, 2026
Face RecognitionSLFWcomputer vision17Feb 26, 2026
Fine-grained Image ClassificationiNaturalist 2017computer vision17Feb 26, 2026
Video Quality AssessmentLIVE-VQC original (full)computer vision17Feb 26, 2026
Video Quality AssessmentKoNViD 1k (full)computer vision17Feb 26, 2026
Image ClassificationWaterbirds 100% (test)computer vision17May 14, 2026
Image ClassificationCIFAR-10 standard (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR-100 90% symmetric noise (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR-100 50% symmetric noise (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR-100 20% symmetric noise (test)computer vision17Feb 26, 2026
Transductive Node ClassificationCora Full 5 labels per classgraph17Feb 26, 2026
Transductive Node ClassificationPubmed 20 labels per classgraph17Feb 26, 2026
Transductive Node ClassificationPubmed 5 labels per classgraph17Feb 26, 2026
Image ClassificationImageNet-C 1.0 (val)computer vision17Feb 26, 2026
Non-homogeneous Image DehazingNH-HAZE (test)computer vision17Feb 26, 2026
Binary classificationin-house MRI dataset (test)tabular time series17Feb 26, 2026